Evaluating the Performance of Parallel Linear Algebra Libraries for Level-1 BLAS

Autores

  • Douglas A. Augusto
  • Luiz Mariano Carvalho
  • Daniel Estrela
  • Brunno F. Goldstein
  • Paulo Goldfeld
  • Michael Souza

DOI:

https://doi.org/10.5540/03.2015.003.01.0117

Palavras-chave:

Scalar-vector product, Linear Algebra libraries, Intel MKL, CUDA, ViennaCL

Resumo

We present a performance evaluation of the scalar-vector product (axpy) operation on four widespread linear algebra libraries. Benchmarks are performed for multi-cores and many-cores architectures and the results are compared.

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Publicado

2015-08-25

Edição

v. 3 n. 1 (2015): CNMAC 2014

Seção

Computação Científica